Overview

Dataset statistics

Number of variables17
Number of observations2017
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory520.0 KiB
Average record size in memory264.0 B

Variable types

NUM12
CAT3
BOOL2

Reproduction

Analysis started2020-06-23 18:15:36.615839
Analysis finished2020-06-23 18:16:37.418431
Duration1 minute and 0.8 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

song_title has a high cardinality: 1956 distinct values High cardinality
artist has a high cardinality: 1343 distinct values High cardinality
song_title is uniformly distributed Uniform
Unnamed: 0 has unique values Unique
instrumentalness has 693 (34.4%) zeros Zeros
key has 216 (10.7%) zeros Zeros

Variables

Unnamed: 0
Real number (ℝ≥0)

UNIQUE

Distinct count2017
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.0
Minimum0
Maximum2016
Zeros1
Zeros (%)< 0.1%
Memory size15.9 KiB

Quantile statistics

Minimum0
5-th percentile100.8
Q1504
median1008
Q31512
95-th percentile1915.2
Maximum2016
Range2016
Interquartile range (IQR)1008

Descriptive statistics

Standard deviation582.4020662
Coefficient of variation (CV)0.5777798275
Kurtosis-1.2
Mean1008
Median Absolute Deviation (MAD)504
Skewness0
Sum2033136
Variance339192.1667
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20151< 0.1%
 
13521< 0.1%
 
13261< 0.1%
 
13281< 0.1%
 
13301< 0.1%
 
13321< 0.1%
 
13341< 0.1%
 
13361< 0.1%
 
13381< 0.1%
 
13401< 0.1%
 
13421< 0.1%
 
13441< 0.1%
 
13461< 0.1%
 
13481< 0.1%
 
13501< 0.1%
 
13541< 0.1%
 
13221< 0.1%
 
13561< 0.1%
 
13581< 0.1%
 
13601< 0.1%
 
13621< 0.1%
 
13641< 0.1%
 
13661< 0.1%
 
13681< 0.1%
 
13701< 0.1%
 
Other values (1992)199298.8%
 
ValueCountFrequency (%) 
01< 0.1%
 
11< 0.1%
 
21< 0.1%
 
31< 0.1%
 
41< 0.1%
 
51< 0.1%
 
61< 0.1%
 
71< 0.1%
 
81< 0.1%
 
91< 0.1%
 
ValueCountFrequency (%) 
20161< 0.1%
 
20151< 0.1%
 
20141< 0.1%
 
20131< 0.1%
 
20121< 0.1%
 
20111< 0.1%
 
20101< 0.1%
 
20091< 0.1%
 
20081< 0.1%
 
20071< 0.1%
 

acousticness
Real number (ℝ≥0)

Distinct count1394
Unique (%)69.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1875900344224095
Minimum2.84e-06
Maximum0.995
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum2.84e-06
5-th percentile0.000298
Q10.00963
median0.0633
Q30.265
95-th percentile0.8462
Maximum0.995
Range0.99499716
Interquartile range (IQR)0.25537

Descriptive statistics

Standard deviation0.2599892598
Coefficient of variation (CV)1.385943878
Kurtosis1.745620963
Mean0.1875900344
Median Absolute Deviation (MAD)0.06141
Skewness1.658392712
Sum378.3690994
Variance0.0675944152
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.11980.4%
 
0.27360.3%
 
0.13560.3%
 
0.1660.3%
 
0.010760.3%
 
0.11460.3%
 
0.019350.2%
 
0.011750.2%
 
0.2750.2%
 
0.10150.2%
 
0.24550.2%
 
0.12250.2%
 
0.30450.2%
 
0.10740.2%
 
0.21440.2%
 
0.14940.2%
 
0.010840.2%
 
0.46140.2%
 
0.82740.2%
 
0.10240.2%
 
0.023540.2%
 
0.021940.2%
 
0.28240.2%
 
0.97140.2%
 
0.034440.2%
 
Other values (1369)189694.0%
 
ValueCountFrequency (%) 
2.84e-061< 0.1%
 
4.61e-061< 0.1%
 
4.69e-061< 0.1%
 
5.41e-061< 0.1%
 
7.94e-061< 0.1%
 
8.35e-061< 0.1%
 
8.8e-061< 0.1%
 
9.19e-061< 0.1%
 
1.01e-051< 0.1%
 
1.2e-051< 0.1%
 
ValueCountFrequency (%) 
0.99520.1%
 
0.9941< 0.1%
 
0.9931< 0.1%
 
0.9921< 0.1%
 
0.9911< 0.1%
 
0.9920.1%
 
0.9881< 0.1%
 
0.98620.1%
 
0.9831< 0.1%
 
0.97820.1%
 

danceability
Real number (ℝ≥0)

Distinct count632
Unique (%)31.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6184219137332672
Minimum0.122
Maximum0.9840000000000001
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum0.122
5-th percentile0.3268
Q10.514
median0.631
Q30.738
95-th percentile0.858
Maximum0.984
Range0.862
Interquartile range (IQR)0.224

Descriptive statistics

Standard deviation0.1610289674
Coefficient of variation (CV)0.2603869039
Kurtosis-0.2075123034
Mean0.6184219137
Median Absolute Deviation (MAD)0.111
Skewness-0.4196095843
Sum1247.357
Variance0.02593032835
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.683120.6%
 
0.76110.5%
 
0.704110.5%
 
0.614100.5%
 
0.633100.5%
 
0.646100.5%
 
0.72690.4%
 
0.59790.4%
 
0.62490.4%
 
0.68890.4%
 
0.58790.4%
 
0.59990.4%
 
0.61690.4%
 
0.69780.4%
 
0.73580.4%
 
0.58380.4%
 
0.66780.4%
 
0.65480.4%
 
0.74880.4%
 
0.58680.4%
 
0.58980.4%
 
0.780.4%
 
0.74780.4%
 
0.69680.4%
 
0.62280.4%
 
Other values (607)179488.9%
 
ValueCountFrequency (%) 
0.1221< 0.1%
 
0.1231< 0.1%
 
0.1481< 0.1%
 
0.1521< 0.1%
 
0.1561< 0.1%
 
0.16220.1%
 
0.1641< 0.1%
 
0.171< 0.1%
 
0.17320.1%
 
0.1761< 0.1%
 
ValueCountFrequency (%) 
0.9841< 0.1%
 
0.9671< 0.1%
 
0.9621< 0.1%
 
0.95920.1%
 
0.951< 0.1%
 
0.9471< 0.1%
 
0.9441< 0.1%
 
0.94120.1%
 
0.9371< 0.1%
 
0.9321< 0.1%
 

duration_ms
Real number (ℝ≥0)

Distinct count1921
Unique (%)95.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean246306.19732275658
Minimum16042
Maximum1004627
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum16042
5-th percentile156863.2
Q1200015
median229261
Q3270333
95-th percentile393475
Maximum1004627
Range988585
Interquartile range (IQR)70318

Descriptive statistics

Standard deviation81981.81422
Coefficient of variation (CV)0.3328451136
Kurtosis11.90242311
Mean246306.1973
Median Absolute Deviation (MAD)32907
Skewness2.499011859
Sum496799600
Variance6721017863
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
19200050.2%
 
24349330.1%
 
20601330.1%
 
22846730.1%
 
24000030.1%
 
22804020.1%
 
26582720.1%
 
25436020.1%
 
22078120.1%
 
18885220.1%
 
18476220.1%
 
31378720.1%
 
22485320.1%
 
20720020.1%
 
25017320.1%
 
30768020.1%
 
21378620.1%
 
25133320.1%
 
19510720.1%
 
18358120.1%
 
19400020.1%
 
22814720.1%
 
38950820.1%
 
21116020.1%
 
20460020.1%
 
Other values (1896)196097.2%
 
ValueCountFrequency (%) 
160421< 0.1%
 
165881< 0.1%
 
475471< 0.1%
 
515471< 0.1%
 
520061< 0.1%
 
667621< 0.1%
 
822931< 0.1%
 
828931< 0.1%
 
877051< 0.1%
 
932671< 0.1%
 
ValueCountFrequency (%) 
10046271< 0.1%
 
8499601< 0.1%
 
8250271< 0.1%
 
7840131< 0.1%
 
7634671< 0.1%
 
7456531< 0.1%
 
7031071< 0.1%
 
7000271< 0.1%
 
6595601< 0.1%
 
6494151< 0.1%
 

energy
Real number (ℝ≥0)

Distinct count719
Unique (%)35.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6815771442736738
Minimum0.0148
Maximum0.998
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum0.0148
5-th percentile0.2538
Q10.563
median0.715
Q30.846
95-th percentile0.952
Maximum0.998
Range0.9832
Interquartile range (IQR)0.283

Descriptive statistics

Standard deviation0.2102730089
Coefficient of variation (CV)0.3085094779
Kurtosis0.5726185439
Mean0.6815771443
Median Absolute Deviation (MAD)0.139
Skewness-0.9130104652
Sum1374.7411
Variance0.04421473828
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.857100.5%
 
0.65790.4%
 
0.79390.4%
 
0.7790.4%
 
0.8690.4%
 
0.92180.4%
 
0.67780.4%
 
0.77280.4%
 
0.66480.4%
 
0.89480.4%
 
0.89680.4%
 
0.86280.4%
 
0.83880.4%
 
0.68780.4%
 
0.81180.4%
 
0.74880.4%
 
0.80280.4%
 
0.80180.4%
 
0.81570.3%
 
0.64270.3%
 
0.7470.3%
 
0.65870.3%
 
0.74770.3%
 
0.87870.3%
 
0.67670.3%
 
Other values (694)181890.1%
 
ValueCountFrequency (%) 
0.01481< 0.1%
 
0.01561< 0.1%
 
0.01611< 0.1%
 
0.0231< 0.1%
 
0.02881< 0.1%
 
0.02911< 0.1%
 
0.02951< 0.1%
 
0.03021< 0.1%
 
0.0311< 0.1%
 
0.03471< 0.1%
 
ValueCountFrequency (%) 
0.9981< 0.1%
 
0.9971< 0.1%
 
0.9941< 0.1%
 
0.9931< 0.1%
 
0.99230.1%
 
0.9911< 0.1%
 
0.9920.1%
 
0.98950.2%
 
0.9881< 0.1%
 
0.98630.1%
 

instrumentalness
Real number (ℝ≥0)

ZEROS

Distinct count1107
Unique (%)54.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.13328552863163112
Minimum0.0
Maximum0.976
Zeros693
Zeros (%)34.4%
Memory size15.9 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median7.62e-05
Q30.054
95-th percentile0.8522
Maximum0.976
Range0.976
Interquartile range (IQR)0.054

Descriptive statistics

Standard deviation0.2731621791
Coefficient of variation (CV)2.049451144
Kurtosis2.261179811
Mean0.1332855286
Median Absolute Deviation (MAD)7.62e-05
Skewness1.952755178
Sum268.8369112
Variance0.07461757612
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
069334.4%
 
0.89750.2%
 
0.87840.2%
 
0.830.1%
 
1.39e-0630.1%
 
0.75330.1%
 
0.00016230.1%
 
1.37e-0530.1%
 
0.88430.1%
 
0.94130.1%
 
0.010730.1%
 
0.016430.1%
 
0.36330.1%
 
1.82e-0630.1%
 
0.81130.1%
 
0.91230.1%
 
0.69830.1%
 
0.86530.1%
 
0.90130.1%
 
0.90730.1%
 
0.016130.1%
 
0.12530.1%
 
0.62530.1%
 
0.42530.1%
 
0.0012830.1%
 
Other values (1082)124961.9%
 
ValueCountFrequency (%) 
069334.4%
 
1e-061< 0.1%
 
1.01e-061< 0.1%
 
1.03e-0620.1%
 
1.04e-0620.1%
 
1.07e-061< 0.1%
 
1.11e-061< 0.1%
 
1.12e-0620.1%
 
1.16e-061< 0.1%
 
1.22e-061< 0.1%
 
ValueCountFrequency (%) 
0.9761< 0.1%
 
0.9681< 0.1%
 
0.9641< 0.1%
 
0.9581< 0.1%
 
0.9571< 0.1%
 
0.9561< 0.1%
 
0.9551< 0.1%
 
0.95420.1%
 
0.9521< 0.1%
 
0.9421< 0.1%
 

key
Real number (ℝ≥0)

ZEROS

Distinct count12
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.3425880019831435
Minimum0
Maximum11
Zeros216
Zeros (%)10.7%
Memory size15.9 KiB

Quantile statistics

Minimum0
5-th percentile0
Q12
median6
Q39
95-th percentile11
Maximum11
Range11
Interquartile range (IQR)7

Descriptive statistics

Standard deviation3.648240477
Coefficient of variation (CV)0.6828601561
Kurtosis-1.338827396
Mean5.342588002
Median Absolute Deviation (MAD)3
Skewness-0.00935995938
Sum10776
Variance13.30965858
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
125712.7%
 
021610.7%
 
721210.5%
 
91919.5%
 
111879.3%
 
21849.1%
 
51668.2%
 
61597.9%
 
101417.0%
 
81366.7%
 
41055.2%
 
3633.1%
 
ValueCountFrequency (%) 
021610.7%
 
125712.7%
 
21849.1%
 
3633.1%
 
41055.2%
 
51668.2%
 
61597.9%
 
721210.5%
 
81366.7%
 
91919.5%
 
ValueCountFrequency (%) 
111879.3%
 
101417.0%
 
91919.5%
 
81366.7%
 
721210.5%
 
61597.9%
 
51668.2%
 
41055.2%
 
3633.1%
 
21849.1%
 

liveness
Real number (ℝ≥0)

Distinct count793
Unique (%)39.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.19084402578086268
Minimum0.0188
Maximum0.9690000000000001
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum0.0188
5-th percentile0.05674
Q10.0923
median0.127
Q30.247
95-th percentile0.538
Maximum0.969
Range0.9502
Interquartile range (IQR)0.1547

Descriptive statistics

Standard deviation0.155453165
Coefficient of variation (CV)0.8145560983
Kurtosis4.095643847
Mean0.1908440258
Median Absolute Deviation (MAD)0.0484
Skewness1.952703491
Sum384.9324
Variance0.02416568651
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.101221.1%
 
0.116211.0%
 
0.111201.0%
 
0.105190.9%
 
0.122190.9%
 
0.114190.9%
 
0.104190.9%
 
0.109180.9%
 
0.113180.9%
 
0.106170.8%
 
0.103170.8%
 
0.108160.8%
 
0.112160.8%
 
0.107160.8%
 
0.127130.6%
 
0.117130.6%
 
0.115130.6%
 
0.15120.6%
 
0.137120.6%
 
0.133120.6%
 
0.131110.5%
 
0.146110.5%
 
0.11110.5%
 
0.121110.5%
 
0.14110.5%
 
Other values (768)163080.8%
 
ValueCountFrequency (%) 
0.01881< 0.1%
 
0.02191< 0.1%
 
0.0221< 0.1%
 
0.02341< 0.1%
 
0.0261< 0.1%
 
0.02631< 0.1%
 
0.02711< 0.1%
 
0.02731< 0.1%
 
0.02881< 0.1%
 
0.02931< 0.1%
 
ValueCountFrequency (%) 
0.9691< 0.1%
 
0.9631< 0.1%
 
0.9531< 0.1%
 
0.9241< 0.1%
 
0.911< 0.1%
 
0.89720.1%
 
0.8871< 0.1%
 
0.8761< 0.1%
 
0.8731< 0.1%
 
0.8191< 0.1%
 

loudness
Real number (ℝ)

Distinct count1808
Unique (%)89.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-7.085624194348043
Minimum-33.097
Maximum-0.307
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum-33.097
5-th percentile-14.1526
Q1-8.394
median-6.248
Q3-4.746
95-th percentile-3.0672
Maximum-0.307
Range32.79
Interquartile range (IQR)3.648

Descriptive statistics

Standard deviation3.761684275
Coefficient of variation (CV)-0.5308896113
Kurtosis7.908472702
Mean-7.085624194
Median Absolute Deviation (MAD)1.732
Skewness-2.226556084
Sum-14291.704
Variance14.15026858
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-5.37940.2%
 
-4.89730.1%
 
-4.65530.1%
 
-7.77530.1%
 
-6.68230.1%
 
-6.96430.1%
 
-5.44830.1%
 
-5.53430.1%
 
-7.41630.1%
 
-7.44530.1%
 
-5.2430.1%
 
-7.31430.1%
 
-5.53330.1%
 
-5.43730.1%
 
-8.69230.1%
 
-5.41830.1%
 
-7.07330.1%
 
-7.83730.1%
 
-4.90330.1%
 
-6.23830.1%
 
-4.46120.1%
 
-5.46420.1%
 
-6.24820.1%
 
-5.56220.1%
 
-6.31720.1%
 
Other values (1783)194696.5%
 
ValueCountFrequency (%) 
-33.0971< 0.1%
 
-31.3671< 0.1%
 
-31.0821< 0.1%
 
-30.4471< 0.1%
 
-29.461< 0.1%
 
-27.351< 0.1%
 
-26.9241< 0.1%
 
-25.7661< 0.1%
 
-25.7561< 0.1%
 
-25.3581< 0.1%
 
ValueCountFrequency (%) 
-0.3071< 0.1%
 
-0.7181< 0.1%
 
-0.7871< 0.1%
 
-0.9351< 0.1%
 
-0.9941< 0.1%
 
-1.1571< 0.1%
 
-1.1881< 0.1%
 
-1.2581< 0.1%
 
-1.3671< 0.1%
 
-1.3741< 0.1%
 

mode
Boolean

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size15.9 KiB
1
1235
0
782
ValueCountFrequency (%) 
1123561.2%
 
078238.8%
 

speechiness
Real number (ℝ≥0)

Distinct count792
Unique (%)39.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.09266425384234012
Minimum0.0231
Maximum0.816
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum0.0231
5-th percentile0.0289
Q10.0375
median0.0549
Q30.108
95-th percentile0.31
Maximum0.816
Range0.7929
Interquartile range (IQR)0.0705

Descriptive statistics

Standard deviation0.08993146446
Coefficient of variation (CV)0.9705086992
Kurtosis6.260200685
Mean0.09266425384
Median Absolute Deviation (MAD)0.0218
Skewness2.309580743
Sum186.9038
Variance0.0080876683
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.0378110.5%
 
0.102110.5%
 
0.054100.5%
 
0.036390.4%
 
0.034590.4%
 
0.033490.4%
 
0.11190.4%
 
0.033590.4%
 
0.035390.4%
 
0.040480.4%
 
0.10880.4%
 
0.0380.4%
 
0.031380.4%
 
0.12780.4%
 
0.032280.4%
 
0.038680.4%
 
0.039970.3%
 
0.029170.3%
 
0.040370.3%
 
0.038870.3%
 
0.028970.3%
 
0.11870.3%
 
0.038570.3%
 
0.11270.3%
 
0.036770.3%
 
Other values (767)181289.8%
 
ValueCountFrequency (%) 
0.023120.1%
 
0.02321< 0.1%
 
0.02331< 0.1%
 
0.02341< 0.1%
 
0.02371< 0.1%
 
0.02391< 0.1%
 
0.02451< 0.1%
 
0.02461< 0.1%
 
0.02521< 0.1%
 
0.025520.1%
 
ValueCountFrequency (%) 
0.8161< 0.1%
 
0.6221< 0.1%
 
0.5481< 0.1%
 
0.5421< 0.1%
 
0.4881< 0.1%
 
0.4841< 0.1%
 
0.4821< 0.1%
 
0.47420.1%
 
0.4551< 0.1%
 
0.44720.1%
 

tempo
Real number (ℝ≥0)

Distinct count1919
Unique (%)95.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean121.60327169062965
Minimum47.858999999999995
Maximum219.331
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum47.859
5-th percentile80.9534
Q1100.189
median121.427
Q3137.849
95-th percentile171.9306
Maximum219.331
Range171.472
Interquartile range (IQR)37.66

Descriptive statistics

Standard deviation26.68560373
Coefficient of variation (CV)0.2194480737
Kurtosis0.04160001835
Mean121.6032717
Median Absolute Deviation (MAD)18.543
Skewness0.4390583734
Sum245273.799
Variance712.1214465
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
99.99530.1%
 
123.96630.1%
 
128.00430.1%
 
126.01230.1%
 
128.01430.1%
 
119.99930.1%
 
121.9930.1%
 
98.96320.1%
 
119.96420.1%
 
125.98820.1%
 
124.04520.1%
 
126.01320.1%
 
179.95520.1%
 
130.00720.1%
 
125.00820.1%
 
98.00220.1%
 
96.9920.1%
 
90.99920.1%
 
150.06220.1%
 
99.97720.1%
 
119.99820.1%
 
97.96720.1%
 
125.01120.1%
 
128.03220.1%
 
99.98920.1%
 
Other values (1894)196097.2%
 
ValueCountFrequency (%) 
47.8591< 0.1%
 
59.3851< 0.1%
 
60.3911< 0.1%
 
60.4831< 0.1%
 
61.7581< 0.1%
 
63.6371< 0.1%
 
63.9381< 0.1%
 
64.971< 0.1%
 
64.9921< 0.1%
 
65.0031< 0.1%
 
ValueCountFrequency (%) 
219.3311< 0.1%
 
209.6861< 0.1%
 
207.9691< 0.1%
 
203.8221< 0.1%
 
202.0131< 0.1%
 
200.7491< 0.1%
 
200.0351< 0.1%
 
199.9881< 0.1%
 
199.7271< 0.1%
 
199.5191< 0.1%
 

time_signature
Categorical

Distinct count4
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size15.9 KiB
4
1891
3
 
93
5
 
32
1
 
1
ValueCountFrequency (%) 
4189193.8%
 
3934.6%
 
5321.6%
 
11< 0.1%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)2
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
.201733.3%
 
0201733.3%
 
4189131.3%
 
3931.5%
 
5320.5%
 
11< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number403466.7%
 
Other Punctuation201733.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0201750.0%
 
4189146.9%
 
3932.3%
 
5320.8%
 
11< 0.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.2017100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common6051100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
.201733.3%
 
0201733.3%
 
4189131.3%
 
3931.5%
 
5320.5%
 
11< 0.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII6051100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
.201733.3%
 
0201733.3%
 
4189131.3%
 
3931.5%
 
5320.5%
 
11< 0.1%
 

valence
Real number (ℝ≥0)

Distinct count853
Unique (%)42.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4968150223103619
Minimum0.0348
Maximum0.992
Zeros0
Zeros (%)0.0%
Memory size15.9 KiB

Quantile statistics

Minimum0.0348
5-th percentile0.111
Q10.295
median0.492
Q30.691
95-th percentile0.9092
Maximum0.992
Range0.9572
Interquartile range (IQR)0.396

Descriptive statistics

Standard deviation0.2471954687
Coefficient of variation (CV)0.4975603748
Kurtosis-1.01058794
Mean0.4968150223
Median Absolute Deviation (MAD)0.198
Skewness0.07838968431
Sum1002.0759
Variance0.06110559976
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1690.4%
 
0.37290.4%
 
0.76980.4%
 
0.5280.4%
 
0.33180.4%
 
0.56470.3%
 
0.35470.3%
 
0.44170.3%
 
0.30870.3%
 
0.56170.3%
 
0.66870.3%
 
0.2360.3%
 
0.26160.3%
 
0.6860.3%
 
0.25560.3%
 
0.5760.3%
 
0.4760.3%
 
0.71760.3%
 
0.28960.3%
 
0.38160.3%
 
0.46260.3%
 
0.31160.3%
 
0.70960.3%
 
0.55860.3%
 
0.47160.3%
 
Other values (828)184991.7%
 
ValueCountFrequency (%) 
0.03481< 0.1%
 
0.03591< 0.1%
 
0.037320.1%
 
0.03781< 0.1%
 
0.03841< 0.1%
 
0.0391< 0.1%
 
0.03971< 0.1%
 
0.03991< 0.1%
 
0.0441< 0.1%
 
0.045120.1%
 
ValueCountFrequency (%) 
0.9921< 0.1%
 
0.9751< 0.1%
 
0.9741< 0.1%
 
0.97320.1%
 
0.97220.1%
 
0.9711< 0.1%
 
0.9681< 0.1%
 
0.96740.2%
 
0.96620.1%
 
0.96530.1%
 

target
Boolean

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size15.9 KiB
1
1020
0
997
ValueCountFrequency (%) 
1102050.6%
 
099749.4%
 

song_title
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count1956
Unique (%)97.0%
Missing0
Missing (%)0.0%
Memory size15.9 KiB
River
 
3
Jack
 
3
MMMBop
 
2
Obedear
 
2
Hold On, We're Going Home
 
2
Other values (1951)
2005
ValueCountFrequency (%) 
River30.1%
 
Jack30.1%
 
MMMBop20.1%
 
Obedear20.1%
 
Hold On, We're Going Home20.1%
 
Human20.1%
 
Louie Louie20.1%
 
Calm Down20.1%
 
Swimming Pools (Drank) - Extended Version20.1%
 
Myth20.1%
 
Monster20.1%
 
Pyramids20.1%
 
Hey DJ20.1%
 
Cold20.1%
 
Recover20.1%
 
Baby20.1%
 
Midnight City20.1%
 
Coming Home20.1%
 
Stay20.1%
 
Civilization20.1%
 
Tearin' up My Heart - Radio Edit20.1%
 
Alright20.1%
 
Help20.1%
 
Forever20.1%
 
Fuego20.1%
 
Other values (1931)196597.4%
 

Length

Max length120
Median length14
Mean length17.19137333
Min length1

Overview of Unicode Properties

Unique unicode characters130
Unique unicode categories (?)14
Unique unicode scripts (?)3
Unique unicode blocks (?)4
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
471113.6%
 
e31309.0%
 
o21166.1%
 
a19645.7%
 
i18095.2%
 
n16724.8%
 
t15744.5%
 
r13573.9%
 
l10943.2%
 
s10233.0%
 
h8342.4%
 
u7722.2%
 
d7202.1%
 
y5771.7%
 
m5731.7%
 
S4891.4%
 
g4851.4%
 
T4811.4%
 
M4681.3%
 
c4471.3%
 
B3651.1%
 
f3531.0%
 
L3471.0%
 
I3421.0%
 
W3361.0%
 
Other values (105)663619.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter2211463.8%
 
Uppercase Letter620017.9%
 
Space Separator471113.6%
 
Other Punctuation6291.8%
 
Dash Punctuation2550.7%
 
Decimal Number2380.7%
 
Open Punctuation2310.7%
 
Close Punctuation2310.7%
 
Other Letter430.1%
 
Final Punctuation9< 0.1%
 
Currency Symbol9< 0.1%
 
Control2< 0.1%
 
Math Symbol2< 0.1%
 
Modifier Symbol1< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
S4897.9%
 
T4817.8%
 
M4687.5%
 
B3655.9%
 
L3475.6%
 
I3425.5%
 
W3365.4%
 
A3315.3%
 
D3215.2%
 
R3105.0%
 
O2664.3%
 
C2624.2%
 
F2373.8%
 
G2333.8%
 
H2273.7%
 
Y2193.5%
 
N2033.3%
 
P1923.1%
 
E1712.8%
 
V1091.8%
 
U821.3%
 
K801.3%
 
J751.2%
 
Q230.4%
 
Z180.3%
 
Other values (2)130.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e313014.2%
 
o21169.6%
 
a19648.9%
 
i18098.2%
 
n16727.6%
 
t15747.1%
 
r13576.1%
 
l10944.9%
 
s10234.6%
 
h8343.8%
 
u7723.5%
 
d7203.3%
 
y5772.6%
 
m5732.6%
 
g4852.2%
 
c4472.0%
 
f3531.6%
 
k3331.5%
 
v3131.4%
 
p2761.2%
 
w2040.9%
 
b1790.8%
 
x1790.8%
 
z610.3%
 
j230.1%
 
Other values (10)460.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
4711100.0%
 

Most frequent Final Punctuation characters

ValueCountFrequency (%) 
9100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.25340.2%
 
'17728.1%
 
,6710.7%
 
&507.9%
 
"182.9%
 
?172.7%
 
:152.4%
 
/142.2%
 
*111.7%
 
!40.6%
 
#10.2%
 
%10.2%
 
;10.2%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-255100.0%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(21593.1%
 
[166.9%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)21593.1%
 
]166.9%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
25723.9%
 
14920.6%
 
04920.6%
 
4156.3%
 
8156.3%
 
7125.0%
 
9125.0%
 
5114.6%
 
3104.2%
 
683.4%
 

Most frequent Currency Symbol characters

ValueCountFrequency (%) 
$9100.0%
 

Most frequent Control characters

ValueCountFrequency (%) 
€150.0%
 
™150.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
=150.0%
 
+150.0%
 

Most frequent Modifier Symbol characters

ValueCountFrequency (%) 
´1100.0%
 

Most frequent Other Letter characters

ValueCountFrequency (%) 
37.0%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
Other values (7)716.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin2831481.7%
 
Common631818.2%
 
Hangul430.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e313011.1%
 
o21167.5%
 
a19646.9%
 
i18096.4%
 
n16725.9%
 
t15745.6%
 
r13574.8%
 
l10943.9%
 
s10233.6%
 
h8342.9%
 
u7722.7%
 
d7202.5%
 
y5772.0%
 
m5732.0%
 
S4891.7%
 
g4851.7%
 
T4811.7%
 
M4681.7%
 
c4471.6%
 
B3651.3%
 
f3531.2%
 
L3471.2%
 
I3421.2%
 
W3361.2%
 
k3331.2%
 
Other values (37)465316.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
471174.6%
 
-2554.0%
 
.2534.0%
 
(2153.4%
 
)2153.4%
 
'1772.8%
 
,671.1%
 
2570.9%
 
&500.8%
 
1490.8%
 
0490.8%
 
"180.3%
 
?170.3%
 
[160.3%
 
]160.3%
 
4150.2%
 
:150.2%
 
8150.2%
 
/140.2%
 
7120.2%
 
9120.2%
 
*110.2%
 
5110.2%
 
3100.2%
 
90.1%
 
Other values (11)290.5%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
37.0%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
Other values (7)716.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII3458599.7%
 
Hangul430.1%
 
None380.1%
 
Punctuation9< 0.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
471113.6%
 
e31309.1%
 
o21166.1%
 
a19645.7%
 
i18095.2%
 
n16724.8%
 
t15744.6%
 
r13573.9%
 
l10943.2%
 
s10233.0%
 
h8342.4%
 
u7722.2%
 
d7202.1%
 
y5771.7%
 
m5731.7%
 
S4891.4%
 
g4851.4%
 
T4811.4%
 
M4681.4%
 
c4471.3%
 
B3651.1%
 
f3531.0%
 
L3471.0%
 
I3421.0%
 
W3361.0%
 
Other values (59)654618.9%
 

Most frequent Punctuation characters

ValueCountFrequency (%) 
9100.0%
 

Most frequent None characters

ValueCountFrequency (%) 
é1026.3%
 
ö923.7%
 
á513.2%
 
ú410.5%
 
ó25.3%
 
€12.6%
 
™12.6%
 
ñ12.6%
 
´12.6%
 
í12.6%
 
à12.6%
 
ü12.6%
 
Ø12.6%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
37.0%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
24.7%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
12.3%
 
Other values (7)716.3%
 

artist
Categorical

HIGH CARDINALITY

Distinct count1343
Unique (%)66.6%
Missing0
Missing (%)0.0%
Memory size15.9 KiB
Drake
 
16
Rick Ross
 
13
Disclosure
 
12
WALK THE MOON
 
10
Backstreet Boys
 
10
Other values (1338)
1956
ValueCountFrequency (%) 
Drake160.8%
 
Rick Ross130.6%
 
Disclosure120.6%
 
WALK THE MOON100.5%
 
Backstreet Boys100.5%
 
Crystal Castles90.4%
 
FIDLAR90.4%
 
Kina Grannis80.4%
 
Demi Lovato80.4%
 
*NSYNC80.4%
 
Michael Jackson80.4%
 
Future80.4%
 
Big Time Rush80.4%
 
Fall Out Boy80.4%
 
Skrillex80.4%
 
Kanye West80.4%
 
The Chainsmokers70.3%
 
Young Thug70.3%
 
CHVRCHES70.3%
 
Beach House60.3%
 
M8360.3%
 
Hot Chip60.3%
 
Grimes60.3%
 
Kendrick Lamar60.3%
 
Meek Mill60.3%
 
Other values (1318)180989.7%
 

Length

Max length82
Median length11
Mean length10.97372335
Min length2

Overview of Unicode Properties

Unique unicode characters103
Unique unicode categories (?)11
Unique unicode scripts (?)3
Unique unicode blocks (?)3
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e19448.8%
 
18208.2%
 
a16967.7%
 
i12845.8%
 
n12285.5%
 
o12005.4%
 
r11935.4%
 
s10174.6%
 
l9144.1%
 
t8303.7%
 
h5982.7%
 
u5212.4%
 
c4652.1%
 
y4532.0%
 
d4392.0%
 
T3641.6%
 
m3581.6%
 
S3481.6%
 
B3221.5%
 
k3141.4%
 
C3121.4%
 
g2961.3%
 
M2901.3%
 
D2561.2%
 
A2341.1%
 
Other values (78)343815.5%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1567170.8%
 
Uppercase Letter436619.7%
 
Space Separator18208.2%
 
Other Punctuation1530.7%
 
Decimal Number580.3%
 
Dash Punctuation380.2%
 
Other Letter140.1%
 
Currency Symbol10< 0.1%
 
Math Symbol2< 0.1%
 
Open Punctuation1< 0.1%
 
Close Punctuation1< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
T3648.3%
 
S3488.0%
 
B3227.4%
 
C3127.1%
 
M2906.6%
 
D2565.9%
 
A2345.4%
 
R2084.8%
 
J1984.5%
 
L1914.4%
 
P1754.0%
 
G1603.7%
 
K1553.6%
 
H1533.5%
 
F1413.2%
 
W1343.1%
 
O1333.0%
 
E1313.0%
 
N1242.8%
 
I1082.5%
 
V671.5%
 
Y611.4%
 
U360.8%
 
Z330.8%
 
Q170.4%
 
Other values (3)150.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e194412.4%
 
a169610.8%
 
i12848.2%
 
n12287.8%
 
o12007.7%
 
r11937.6%
 
s10176.5%
 
l9145.8%
 
t8305.3%
 
h5983.8%
 
u5213.3%
 
c4653.0%
 
y4532.9%
 
d4392.8%
 
m3582.3%
 
k3142.0%
 
g2961.9%
 
p1591.0%
 
b1491.0%
 
f1380.9%
 
v1220.8%
 
w1140.7%
 
z850.5%
 
x780.5%
 
j280.2%
 
Other values (12)480.3%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
1820100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.5334.6%
 
&4529.4%
 
'2013.1%
 
!127.8%
 
*85.2%
 
"63.9%
 
/42.6%
 
,42.6%
 
:10.7%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-38100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
21017.2%
 
8915.5%
 
3915.5%
 
5813.8%
 
0610.3%
 
1610.3%
 
658.6%
 
446.9%
 
711.7%
 

Most frequent Currency Symbol characters

ValueCountFrequency (%) 
$10100.0%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(1100.0%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)1100.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
+2100.0%
 

Most frequent Other Letter characters

ValueCountFrequency (%) 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin2003790.5%
 
Common20839.4%
 
Hangul140.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e19449.7%
 
a16968.5%
 
i12846.4%
 
n12286.1%
 
o12006.0%
 
r11936.0%
 
s10175.1%
 
l9144.6%
 
t8304.1%
 
h5983.0%
 
u5212.6%
 
c4652.3%
 
y4532.3%
 
d4392.2%
 
T3641.8%
 
m3581.8%
 
S3481.7%
 
B3221.6%
 
k3141.6%
 
C3121.6%
 
g2961.5%
 
M2901.4%
 
D2561.3%
 
A2341.2%
 
R2081.0%
 
Other values (40)295314.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
182087.4%
 
.532.5%
 
&452.2%
 
-381.8%
 
'201.0%
 
!120.6%
 
2100.5%
 
$100.5%
 
890.4%
 
390.4%
 
580.4%
 
*80.4%
 
"60.3%
 
060.3%
 
160.3%
 
650.2%
 
/40.2%
 
440.2%
 
,40.2%
 
+20.1%
 
71< 0.1%
 
(1< 0.1%
 
)1< 0.1%
 
:1< 0.1%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII2209099.8%
 
None300.1%
 
Hangul140.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e19448.8%
 
18208.2%
 
a16967.7%
 
i12845.8%
 
n12285.6%
 
o12005.4%
 
r11935.4%
 
s10174.6%
 
l9144.1%
 
t8303.8%
 
h5982.7%
 
u5212.4%
 
c4652.1%
 
y4532.1%
 
d4392.0%
 
T3641.6%
 
m3581.6%
 
S3481.6%
 
B3221.5%
 
k3141.4%
 
C3121.4%
 
g2961.3%
 
M2901.3%
 
D2561.2%
 
A2341.1%
 
Other values (51)339415.4%
 

Most frequent None characters

ValueCountFrequency (%) 
é1033.3%
 
ü310.0%
 
â310.0%
 
ý310.0%
 
ö26.7%
 
ë26.7%
 
Ü13.3%
 
ç13.3%
 
á13.3%
 
í13.3%
 
à13.3%
 
Ø13.3%
 
ä13.3%
 

Most frequent Hangul characters

ValueCountFrequency (%) 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 
17.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

Unnamed: 0acousticnessdanceabilityduration_msenergyinstrumentalnesskeylivenessloudnessmodespeechinesstempotime_signaturevalencetargetsong_titleartist
000.010200.8332046000.4340.02190020.1650-8.79510.4310150.0624.00.2861Mask OffFuture
110.199000.7433269330.3590.00611010.1370-10.40110.0794160.0834.00.5881RedboneChildish Gambino
220.034400.8381857070.4120.00023420.1590-7.14810.289075.0444.00.1731Xanny FamilyFuture
330.604000.4941994130.3380.51000050.0922-15.23610.026186.4684.00.2301Master Of NoneBeach House
440.180000.6783928930.5610.51200050.4390-11.64800.0694174.0044.00.9041Parallel LinesJunior Boys
550.004790.8042513330.5600.00000080.1640-6.68210.185085.0234.00.2641Sneakin’Drake
660.014500.7392414000.4720.00000710.2070-11.20410.156080.0304.00.3081Childs PlayDrake
770.020200.2663496670.3480.664000100.1600-11.60900.0371144.1544.00.3931Gyöngyhajú lányOmega
880.048100.6032028530.9440.000000110.3420-3.62600.3470130.0354.00.3981I've Seen FootageDeath Grips
990.002080.8362268400.6030.00000070.5710-7.79210.237099.9944.00.3861Digital AnimalHoney Claws

Last rows

Unnamed: 0acousticnessdanceabilityduration_msenergyinstrumentalnesskeylivenessloudnessmodespeechinesstempotime_signaturevalencetargetsong_titleartist
200720070.0021700.6392962760.9780.112000110.0838-2.37610.0730144.9864.00.4940Let It Go - Scott Melker & Mister Gray RemixNERVO
200820080.0541000.6461604080.7140.00000000.1340-6.51110.037897.9574.00.5890Call On Me - EDWYNN X TIKAL, Spirix RemixStarley
200920090.0049900.5952240000.8370.03590010.1010-6.01110.0696149.9644.00.3310AamonKuuro
201020100.0023100.6242060130.9710.12100060.2550-0.93500.0643102.0034.00.4420Hey Baby - Steve Aoki RemixDimitri Vegas & Like Mike
201120110.0005860.5282450530.8790.00489060.0432-5.89100.1200128.2684.00.3270Brightside - Borgeous RemixIcona Pop
201220120.0010600.5842744040.9320.00269010.1290-3.50110.333074.9764.00.2110Like A Bitch - Kill The Noise RemixKill The Noise
201320130.0877000.8941821820.8920.00167010.0528-2.66310.1310110.0414.00.8670CandyDillon Francis
201420140.0085700.6372072000.9350.00399000.2140-2.46710.1070150.0824.00.4700Habit - Dack Janiels & Wenzday RemixRain Man
201520150.0016400.5571856000.9920.67700010.0913-2.73510.1330150.0114.00.6230First ContactTwin Moons
201620160.0028100.4462045200.9150.00003990.2180-6.22110.1410190.0134.00.4020I Wanna Get BetterBleachers